Automated EEG-based diagnosis of neurological disorders: inventing the future of neurology
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton, FL
CRC Press/Taylor & Francis
c2010
|
| Schlagworte: | |
| Online-Zugang: | TUM01 Volltext |
| Beschreibung: | Includes bibliographical references and index Time-frequency analysis : wavelet transforms -- Chaos theory -- Classifier designs -- Electroencephalograms and epilepsy -- Analysis of EEGs in an epileptic patient using wavelet transform -- Wavelet-chaos methodology for analysis of EEGs and EEG sub-bands -- Mixed-band wavelet-chaos neural network methodology -- Principal component analysis-enhanced cosine radial basis function neural network -- Alzheimer's disease and models of computation : imaging, classification, and neural models -- Alzheimer's disease : models of computation and analysis of EEGs -- A spatio-temporal wavelet-chaos methodology for EEG-based diagnosis of Alzheimer's disease -- Spiking neural networks : spiking neurons and learning algorithms -- Improved spiking neural networks with application to EEG classification and epilepsy and seizure detection -- A new supervised learning algorithm for multiple spiking neural networks -- Applications of multiple spiking neural networks : EEG classification and epilepsy and seizure detection Inventing the Future of Neurology based on the authors' groundbreaking research, this book presents a research ideology, a novel multi-paradigm methodology, and advanced computational models for the automated EEG-based diagnosis of neurological disorders. It is based on the ingenious integration of three different computing technologies and problem-solving paradigms: neural networks, wavelets, and chaos theory. The book also includes three introductory chapters that familiarize the readers with these three distinct paradigms. After extensive research and the discovery of relevant mathematical |
| Beschreibung: | 1 Online-Ressource (xxxvi, 387 p.) |
| ISBN: | 1439815321 9781439815328 |
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| 245 | 1 | 0 | |a Automated EEG-based diagnosis of neurological disorders |b inventing the future of neurology |c Hojjat Adeli, Samanwoy Ghosh-Dastidar ; in corroboration with Nahid Dadmehr |
| 264 | 1 | |a Boca Raton, FL |b CRC Press/Taylor & Francis |c c2010 | |
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| 500 | |a Includes bibliographical references and index | ||
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| 500 | |a Inventing the Future of Neurology based on the authors' groundbreaking research, this book presents a research ideology, a novel multi-paradigm methodology, and advanced computational models for the automated EEG-based diagnosis of neurological disorders. It is based on the ingenious integration of three different computing technologies and problem-solving paradigms: neural networks, wavelets, and chaos theory. The book also includes three introductory chapters that familiarize the readers with these three distinct paradigms. After extensive research and the discovery of relevant mathematical | ||
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| id | DE-604.BV040473106 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T00:24:36Z |
| institution | BVB |
| isbn | 1439815321 9781439815328 |
| language | English |
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| oclc_num | 874193097 |
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| physical | 1 Online-Ressource (xxxvi, 387 p.) |
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| publishDate | 2010 |
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| spelling | Adeli, Hojjat Verfasser aut Automated EEG-based diagnosis of neurological disorders inventing the future of neurology Hojjat Adeli, Samanwoy Ghosh-Dastidar ; in corroboration with Nahid Dadmehr Boca Raton, FL CRC Press/Taylor & Francis c2010 1 Online-Ressource (xxxvi, 387 p.) txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references and index Time-frequency analysis : wavelet transforms -- Chaos theory -- Classifier designs -- Electroencephalograms and epilepsy -- Analysis of EEGs in an epileptic patient using wavelet transform -- Wavelet-chaos methodology for analysis of EEGs and EEG sub-bands -- Mixed-band wavelet-chaos neural network methodology -- Principal component analysis-enhanced cosine radial basis function neural network -- Alzheimer's disease and models of computation : imaging, classification, and neural models -- Alzheimer's disease : models of computation and analysis of EEGs -- A spatio-temporal wavelet-chaos methodology for EEG-based diagnosis of Alzheimer's disease -- Spiking neural networks : spiking neurons and learning algorithms -- Improved spiking neural networks with application to EEG classification and epilepsy and seizure detection -- A new supervised learning algorithm for multiple spiking neural networks -- Applications of multiple spiking neural networks : EEG classification and epilepsy and seizure detection Inventing the Future of Neurology based on the authors' groundbreaking research, this book presents a research ideology, a novel multi-paradigm methodology, and advanced computational models for the automated EEG-based diagnosis of neurological disorders. It is based on the ingenious integration of three different computing technologies and problem-solving paradigms: neural networks, wavelets, and chaos theory. The book also includes three introductory chapters that familiarize the readers with these three distinct paradigms. After extensive research and the discovery of relevant mathematical HEALTH & FITNESS / Diseases / Nervous System (incl. Brain) bisacsh MEDICAL / Neurology bisacsh Datenverarbeitung Medizin Electroencephalography / Data processing Brain / Diseases / Diagnosis / Data processing Electroencephalography / methods Nervous System Diseases / diagnosis Diagnosis, Computer-Assisted / methods Medicine HEALTH & FITNESS / Diseases / Nervous System (incl. Brain) / bisacsh MEDICAL / Neurology / bisacsh Ghosh-Dastidar, Samanwoy Sonstige oth Erscheint auch als Druckausgabe 1-4398-1531-3 Erscheint auch als Druckausgabe 978-1-4398-1531-1 http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=339004 Verlag Volltext |
| spellingShingle | Adeli, Hojjat Automated EEG-based diagnosis of neurological disorders inventing the future of neurology HEALTH & FITNESS / Diseases / Nervous System (incl. Brain) bisacsh MEDICAL / Neurology bisacsh Datenverarbeitung Medizin Electroencephalography / Data processing Brain / Diseases / Diagnosis / Data processing Electroencephalography / methods Nervous System Diseases / diagnosis Diagnosis, Computer-Assisted / methods Medicine HEALTH & FITNESS / Diseases / Nervous System (incl. Brain) / bisacsh MEDICAL / Neurology / bisacsh |
| title | Automated EEG-based diagnosis of neurological disorders inventing the future of neurology |
| title_auth | Automated EEG-based diagnosis of neurological disorders inventing the future of neurology |
| title_exact_search | Automated EEG-based diagnosis of neurological disorders inventing the future of neurology |
| title_full | Automated EEG-based diagnosis of neurological disorders inventing the future of neurology Hojjat Adeli, Samanwoy Ghosh-Dastidar ; in corroboration with Nahid Dadmehr |
| title_fullStr | Automated EEG-based diagnosis of neurological disorders inventing the future of neurology Hojjat Adeli, Samanwoy Ghosh-Dastidar ; in corroboration with Nahid Dadmehr |
| title_full_unstemmed | Automated EEG-based diagnosis of neurological disorders inventing the future of neurology Hojjat Adeli, Samanwoy Ghosh-Dastidar ; in corroboration with Nahid Dadmehr |
| title_short | Automated EEG-based diagnosis of neurological disorders |
| title_sort | automated eeg based diagnosis of neurological disorders inventing the future of neurology |
| title_sub | inventing the future of neurology |
| topic | HEALTH & FITNESS / Diseases / Nervous System (incl. Brain) bisacsh MEDICAL / Neurology bisacsh Datenverarbeitung Medizin Electroencephalography / Data processing Brain / Diseases / Diagnosis / Data processing Electroencephalography / methods Nervous System Diseases / diagnosis Diagnosis, Computer-Assisted / methods Medicine HEALTH & FITNESS / Diseases / Nervous System (incl. Brain) / bisacsh MEDICAL / Neurology / bisacsh |
| topic_facet | HEALTH & FITNESS / Diseases / Nervous System (incl. Brain) MEDICAL / Neurology Datenverarbeitung Medizin Electroencephalography / Data processing Brain / Diseases / Diagnosis / Data processing Electroencephalography / methods Nervous System Diseases / diagnosis Diagnosis, Computer-Assisted / methods Medicine HEALTH & FITNESS / Diseases / Nervous System (incl. Brain) / bisacsh MEDICAL / Neurology / bisacsh |
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